simplify probatus: remove 'old' code, update mkdocs config

ReinierKoops commented 8 months ago

Remove a lot of the extra packages which makes maintaining MKDOCS easier.

ReinierKoops commented 8 months ago

Also enables a more modular approach to installing packages.

ReinierKoops commented 8 months ago

Possible fix for https://github.com/ing-bank/probatus/issues/227

ReinierKoops commented 8 months ago

PR https://github.com/ing-bank/probatus/pull/238 depends on this PR, since this should also solve the issues blocking that PR.

ReinierKoops commented 8 months ago

This PR should simplify Probatus by deprecating code that hasn't been updated in a long time and simplify some of its dependencies.

bucketing is better done in Feature Engine, Skorecard or Sklearn, etc
statistical tests and sampling are better done in Statsmodels, scipy, etc
imputation is better done in Feature Engine, etc

Due to the breaking changes (removing (never used) functionality (as found by asking multiple users) to make maintainability easier for this repository and start introducing new functionality) the version numbering starts from 3.0.0.

adri0 commented 8 months ago

Wow major refactoring going on! :)

ing-bank / probatus

simplify probatus: remove 'old' code, update mkdocs config #237